15 Commits

Author SHA1 Message Date
Maksim Levental
7c850867b9
[mlir][python] value casting (#69644)
This PR adds "value casting", i.e., a mechanism to wrap `ir.Value` in a
proxy class that overloads dunders such as `__add__`, `__sub__`, and
`__mul__` for fun and great profit.

This is thematically similar to
bfb1ba7526
and
9566ee2806.
The example in the test demonstrates the value of the feature (no pun
intended):

```python
    @register_value_caster(F16Type.static_typeid)
    @register_value_caster(F32Type.static_typeid)
    @register_value_caster(F64Type.static_typeid)
    @register_value_caster(IntegerType.static_typeid)
    class ArithValue(Value):
        __add__ = partialmethod(_binary_op, op="add")
        __sub__ = partialmethod(_binary_op, op="sub")
        __mul__ = partialmethod(_binary_op, op="mul")

    a = arith.constant(value=FloatAttr.get(f16_t, 42.42))
    b = a + a
    # CHECK: ArithValue(%0 = arith.addf %cst, %cst : f16)
    print(b)

    a = arith.constant(value=FloatAttr.get(f32_t, 42.42))
    b = a - a
    # CHECK: ArithValue(%1 = arith.subf %cst_0, %cst_0 : f32)
    print(b)

    a = arith.constant(value=FloatAttr.get(f64_t, 42.42))
    b = a * a
    # CHECK: ArithValue(%2 = arith.mulf %cst_1, %cst_1 : f64)
    print(b)
```

**EDIT**: this now goes through the bindings and thus supports automatic
casting of `OpResult` (including as an element of `OpResultList`),
`BlockArgument` (including as an element of `BlockArgumentList`), as
well as `Value`.
2023-11-07 10:49:41 -06:00
Jacques Pienaar
a677a17327 [mlir][py] Enable AsmState overload for operation. 2023-09-25 12:25:08 -07:00
Jacques Pienaar
75453714f0
[mlir][python] Expose AsmState python side. (#66819)
This does basic plumbing, ideally want a context approach to reduce
needing to thread these manually, but the current is useful even in that
state.

Made Value.get_name change backwards compatible, so one could either set
a field or create a state to pass in.
2023-09-20 15:12:06 -07:00
max
25b8433b75 add set_type to ir.Value
Differential Revision: https://reviews.llvm.org/D156289
2023-07-26 07:28:21 -05:00
Tobias Hieta
f9008e6366
[NFC][Py Reformat] Reformat python files in mlir subdir
This is an ongoing series of commits that are reformatting our
Python code.

Reformatting is done with `black`.

If you end up having problems merging this commit because you
have made changes to a python file, the best way to handle that
is to run git checkout --ours <yourfile> and then reformat it
with black.

If you run into any problems, post to discourse about it and
we will try to help.

RFC Thread below:

https://discourse.llvm.org/t/rfc-document-and-standardize-python-code-style

Differential Revision: https://reviews.llvm.org/D150782
2023-05-26 08:05:40 +02:00
max
81233c70cb [MLIR][python bindings] Add PyValue.print_as_operand (Value::printAsOperand)
Useful for easier debugging (no need to regex out all of the stuff around the id).

Differential Revision: https://reviews.llvm.org/D149902
2023-05-08 10:41:35 -05:00
max
5b303f21d3 [MLIR][python bindings] Reimplement replace_all_uses_with on PyValue
Differential Revision: https://reviews.llvm.org/D149261
2023-04-26 14:04:33 -05:00
max
fd527ceff1 Revert "[MLIR][python bindings] implement replace_all_uses_with on PyValue"
This reverts commit 3bab7cb089d92cc7025ebc57ef3a74d3ce94ecd8 because it breaks sanitizers.

Differential Revision: https://reviews.llvm.org/D149188
2023-04-25 15:45:17 -05:00
max
98fbd9d3f9 [MLIR][python bindings] implement replace_all_uses_with on PyValue
Differential Revision: https://reviews.llvm.org/D148816
2023-04-24 10:08:43 -05:00
Mike Urbach
afb2ed80cb [mlir][Python] Add a simple PyOpOperand iterator for PyValue uses.
This adds a simple PyOpOperand based on MlirOpOperand, which can has
properties for the owner op and operation number.

This also adds a PyOpOperandIterator that defines methods for __iter__
and __next__ so PyOpOperands can be iterated over using the the
MlirOpOperand C API.

Finally, a uses psuedo-container is added to PyValue so the uses can
generically be iterated.

Depends on D139596

Reviewed By: stellaraccident, jdd

Differential Revision: https://reviews.llvm.org/D139597
2022-12-13 19:20:29 -07:00
John Demme
d747a170a4 [MLIR] [Python] Fix Value.owner to handle BlockArgs
Previously, calling `Value.owner()` would C++ assert in debug builds if
`Value` was a block argument. Additionally, the behavior was just wrong
in release builds. This patch adds support for BlockArg Values.
2022-08-09 19:37:04 -07:00
River Riddle
2310ced874 [mlir][NFC] Update textual references of func to func.func in examples+python scripts
The special case parsing of `func` operations is being removed.
2022-04-20 22:17:26 -07:00
rkayaith
f78fe0b7b8 [mlir][python] Make Operation and Value hashable
This allows operations and values to be used as dict keys

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D112669
2021-11-03 10:40:03 +01:00
Alex Zinenko
78f2dae00d [mlir][python] Provide some methods and properties for API completeness
When writing the user-facing documentation, I noticed several inconsistencies
and asymmetries in the Python API we provide. Fix them by adding:

- the `owner` property to regions, similarly to blocks;
- the `isinstance` method to any class derived from `PyConcreteAttr`,
  `PyConcreteValue` and `PyConreteAffineExpr`, similar to `PyConcreteType` to
  enable `isa`-like calls without having to handle exceptions;
- a mechanism to create the first block in the region as we could only create
  blocks relative to other blocks, with is impossible in an empty region.

Reviewed By: gysit

Differential Revision: https://reviews.llvm.org/D111556
2021-10-13 14:30:55 +02:00
Stella Laurenzo
9f3f6d7bd8 Move MLIR python sources to mlir/python.
* NFC but has some fixes for CMake glitches discovered along the way (things not cleaning properly, co-mingled depends).
* Includes previously unsubmitted fix in D98681 and a TODO to fix it more appropriately in a smaller followup.

Differential Revision: https://reviews.llvm.org/D101493
2021-05-03 18:36:48 +00:00